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data:data_analysis_manual [2021/09/30 11:24]
eric buchlin Fix formatting
data:data_analysis_manual [2022/08/27 10:04]
eric buchlin [Find data] link to using the catalog in IDL
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 SPICE papers: SPICE papers:
   * Instrument paper: //Astron. Astrophys.//,​ **642**, A14, 2020. [[https://​doi.org/​10.1051/​0004-6361/​201935574|DOI]],​ [[https://​ui.adsabs.harvard.edu/​abs/​2020A%26A...642A..14S|ADS]]   * Instrument paper: //Astron. Astrophys.//,​ **642**, A14, 2020. [[https://​doi.org/​10.1051/​0004-6361/​201935574|DOI]],​ [[https://​ui.adsabs.harvard.edu/​abs/​2020A%26A...642A..14S|ADS]]
-  * First results: ​Submitted+  * First results: ​//Astron. Astrophys.//,​ **656**, A38, 2021. [[https://​doi.org/​10.1051/​0004-6361/​202141221|DOI]],​ [[https://​ui.adsabs.harvard.edu/​abs/​2021A%26A...656A..38F/​abstract|ADS]]
   * In-flight calibration:​ Not available yet   * In-flight calibration:​ Not available yet
   * Other papers can be found in the [[https://​ui.adsabs.harvard.edu/​public-libraries/​rIi8Zx4zTg2stP5nTojx2Q|SPICE ADS library]]   * Other papers can be found in the [[https://​ui.adsabs.harvard.edu/​public-libraries/​rIi8Zx4zTg2stP5nTojx2Q|SPICE ADS library]]
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 The full SPICE data set (to be cited in papers) has a DOI: [[https://​doi.org/​10.5270/​esa-lbmdy7c|doi:​10.5270/​esa-lbmdy7c]]. DOIs will also be attributed to each data release. The full SPICE data set (to be cited in papers) has a DOI: [[https://​doi.org/​10.5270/​esa-lbmdy7c|doi:​10.5270/​esa-lbmdy7c]]. DOIs will also be attributed to each data release.
  
 +
 +When browsing the SPICE catalog and archive you will see the following codes:
 +
 +**n-ras**: a raster scan with one of the narrow slits (2", 4" or 6")\\
 +**w-ras**: a raster scan with the wide slit (30"​)\\
 +**n-sit**: a sit-and-stare study with one of the narrow slits\\
 +**w-sit**: a sit-and-stare study with the wide slit\\
 +**n-exp**: a single exposure with a narrow slit that yields the entire spectrum\\
 +**w-exp**: a single exposure with the wide slit that yields the entire spectrum
 +
 +For the "​ras"​ data, the FITS file contains a single raster scan. If the raster is repeated, then each repeat goes in a new file.
 +
 +Rasters can be performed in the "​exp"​ mode, but each exposure will end up in a different FITS file.
 ===== Find data ===== ===== Find data =====
  
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   * The catalogue file generated from all SPICE files is accessible [[http://​astro-sdc-db.uio.no/​vol/​spice/​fits/​spice_catalog.txt|through the UiO website]] (restricted to SPICE team)   * The catalogue file generated from all SPICE files is accessible [[http://​astro-sdc-db.uio.no/​vol/​spice/​fits/​spice_catalog.txt|through the UiO website]] (restricted to SPICE team)
   * How to use it in [[data:​data_analysis_manual:​read_catalog_python|Python]]   * How to use it in [[data:​data_analysis_manual:​read_catalog_python|Python]]
 +  * How to use it in IDL: [[data:​data_analysis_manual#​the_spice_catalog|see below]]
   * A CSV export of the part of the catalogue corresponding to each release is provided with the release.   * A CSV export of the part of the catalogue corresponding to each release is provided with the release.
  
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 In the future: VSO. VSO through SSW or sunpy. Sunpy/Fido In the future: VSO. VSO through SSW or sunpy. Sunpy/Fido
  
 +===== Tips and Advice on Analyzing SPICE Data =====
 +
 +==== Doppler Maps ====
 +
 +WARNING: Doppler maps created from SPICE lines show unusual patterns that we believe are due to the point spread function of the instrument. Work is underway on a deconvolution procedure that will correct for this effect. If you need advice on features you see in a Doppler map, please contact the SPICE PI at frederic.auchere -at- universite-paris-saclay.fr or another member of the SPICE team.
 +
 +==== Burn-in Effects ====
 +
 +The SPICE detectors have microchannel plates (MCPs). Over time, the sensitivity of MCPs decreases at the locations of strong emission lines. This effect is referred to as "​burn-in"​ and results in a flat-top or "​self-reversal"​ to the line profile. This has already been noticed for the C III 977 line. The SPICE team plans to provide a correction to this effect once it is fully characterized.
 +
 +==== Flare lines ====
 +
 +The two key flare lines for EIS are Fe XVIII 974.86 and Fe XX 721.56 that are formed around 7 MK and 10 MK, respectively. The Fe XVIII line will probably be seen in active region cores (at least from bright active regions).
 +
 +The Fe XVIII line is located between the stronger H I 972.54 (Lyman-gamma) and C III 977.02, but measurements should be possible.
 +
 +The Fe XX line lies close to Fe VIII 721.26. One can estimate the strength of this line by comparing with Mg IX 706.06. The latter will be about a factor 10 stronger.
 +
 +To determine if a flare is occurring at the time of a SPICE observation,​ check the STIX Data Browser at:
 +
 +[[https://​datacenter.stix.i4ds.net/​view/​plot/​lightcurves
 +]]
 ===== Access data ===== ===== Access data =====
  
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 | d->​get\_number\_windows() ​     | No. of spectral windows ​               | | d->​get\_number\_windows() ​     | No. of spectral windows ​               |
 | d->​get\_window\_data(i,/​load) ​ | Extract a data window ​                 | | d->​get\_window\_data(i,/​load) ​ | Extract a data window ​                 |
 +| d->​get\_lambda\_vector(i) ​     | Get wavelength vector for the window ​                 |
 | d->​get\_header(i) ​             | Extract a data window header ​          | | d->​get\_header(i) ​             | Extract a data window header ​          |
 | d->​get\_window\_id(i) ​         | Get the data window ID                 | | d->​get\_window\_id(i) ​         | Get the data window ID                 |
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 Use a 3-button mouse to browse the images and spectra: the middle button allows you to select a new pixel, the left button zooms in and the right button zooms out. Use a 3-button mouse to browse the images and spectra: the middle button allows you to select a new pixel, the left button zooms in and the right button zooms out.
 +
 +
 +===== Ephemeris information =====
 +
 +You can access ephemeris information from the SPICE headers. For example, the keywords:
 +
 +DSUN\_AU - distance of the spacecraft from the Sun in AU\\
 +EAR\_TDEL - light travel time from the spacecraft to Earth (seconds)
 +
 +The full list of keywords is given in the [[https://​spice.ias.u-psud.fr/​spice-data/​documents/​SPICE-UIO-DPDD-0002-1.4-Data_Product_Description_Document.pdf|DPDD]] - search for "Solar ephemeris keywords"​.
 +
 +Users should make sure to correct the SPICE observing times for EAR\_TDEL in order to compare with observations from Earth-orbiting spacecraft. This is especially important for highly-dynamic structures such as flares or CMEs.
 +
  
 ===== Read and display data (Python) ===== ===== Read and display data (Python) =====
data/data_analysis_manual.txt · Last modified: 2024/03/29 14:21 by eric buchlin